{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5c04f70b",
   "metadata": {},
   "source": [
    "# Problem one"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bdb4f5eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sklearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1cd7fdd3",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid character in identifier (<ipython-input-2-8e587d09a78b>, line 73)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-2-8e587d09a78b>\"\u001b[1;36m, line \u001b[1;32m73\u001b[0m\n\u001b[1;33m    ————————————————\u001b[0m\n\u001b[1;37m                   ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid character in identifier\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "    绘制蜡烛图\n",
    "\"\"\"\n",
    "\n",
    "import numpy as np\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as mp\n",
    "import matplotlib.dates as md\n",
    "\n",
    "\n",
    "# 方法-日期转换函数\n",
    "def dmy2ymd(dmy):\n",
    "    dmy = str(dmy, encoding='utf-8')\n",
    "    time = dt.datetime.strptime(dmy, '%d-%m-%Y').date()\n",
    "    t = time.strftime('%Y-%m-%d')\n",
    "    return t\n",
    "\n",
    "\n",
    "# 1.读取csv文件数据\n",
    "dates, open_price, max_price, min_price, close_price, volumes = np.loadtxt(\n",
    "    r\".\\aapl.csv\",\n",
    "    delimiter=\",\",\n",
    "    usecols=(1, 3, 4, 5, 6, 7),\n",
    "    unpack=True,\n",
    "    dtype=\"M8[D], f8, f8, f8, f8, f8\",\n",
    "    converters={1: dmy2ymd})\n",
    "\n",
    "print(open_price)\n",
    "\n",
    "# 2.设置绘图窗口\n",
    "mp.figure(\"Apple K Line\", facecolor=\"lightgray\")\n",
    "mp.title(\"Apple K Line\", fontsize=16)\n",
    "mp.xlabel(\"Data\", fontsize=14)\n",
    "mp.ylabel(\"Price\", fontsize=14)\n",
    "\n",
    "# 3.x坐标（时间轴）轴修改\n",
    "ax = mp.gca()\n",
    "# 设置主刻度定位器为周定位器（每周一显示主刻度文本）\n",
    "ax.xaxis.set_major_locator(md.WeekdayLocator(byweekday=md.MO))\n",
    "ax.xaxis.set_major_formatter(md.DateFormatter('%Y-%m-%d'))\n",
    "ax.xaxis.set_minor_locator(md.DayLocator())\n",
    "\n",
    "mp.tick_params(labelsize=8)\n",
    "mp.grid(linestyle=\":\")\n",
    "\n",
    "# 4.判断收盘价与开盘价 确定蜡烛颜色\n",
    "colors_bool = close_price >= open_price\n",
    "colors = np.zeros(colors_bool.size, dtype=\"U5\")\n",
    "colors[:] = \"blue\"\n",
    "colors[colors_bool] = \"white\"\n",
    "\n",
    "# 5.确定蜡烛边框颜色\n",
    "edge_colors = np.zeros(colors_bool.size, dtype=\"U1\")\n",
    "edge_colors[:] = \"b\"\n",
    "edge_colors[colors_bool] = \"r\"\n",
    "\n",
    "# 绘制开盘价折线图片\n",
    "dates = dates.astype(md.datetime.datetime)\n",
    "mp.plot(dates, open_price, color=\"b\", linestyle=\"--\",\n",
    "        linewidth=2, label=\"open\", alpha=0.3)\n",
    "\n",
    "# 6.绘制蜡烛\n",
    "mp.bar(dates, (close_price - open_price), 0.8, bottom=open_price, color=colors,\n",
    "       edgecolor=edge_colors, zorder=3)\n",
    "\n",
    "# 7.绘制蜡烛直线(最高价与最低价)\n",
    "mp.vlines(dates, min_price, max_price, color=edge_colors)\n",
    "\n",
    "mp.legend()\n",
    "mp.gcf().autofmt_xdate()\n",
    "mp.show()\n",
    "\n",
    "————————————————\n",
    "版权声明：本文为CSDN博主「廷益--飞鸟」的原创文章，遵循CC 4.0 BY-SA版权协议，转载请附上原文出处链接及本声明。\n",
    "原文链接：https://blog.csdn.net/weixin_45875105/article/details/107221233"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "820e81dc",
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "<Figure size 4000x2000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as mp\n",
    "import matplotlib.dates as md\n",
    "import pandas as pd\n",
    "import matplotlib.ticker as ticker\n",
    "# 方法-日期转换函数\n",
    "def dmy2ymd(dmy):\n",
    "    dmy = str(dmy, encoding='utf-8')\n",
    "    time = dt.datetime.strptime(dmy, '%Y-%m-%d').date()\n",
    "    t = time.strftime('%Y-%m-%d')\n",
    "    return t\n",
    "dates, open_price, max_price, min_price, close_price, trend = np.loadtxt(\n",
    "    r\".\\test.csv\",\n",
    "    delimiter=\",\",\n",
    "    usecols=(2, 3, 4, 5, 6, 13),\n",
    "    unpack=True,\n",
    "    dtype=\"M8[D], f8, f8, f8, f8, f8\",\n",
    "    converters={2: dmy2ymd})\n",
    "dates_real = np.loadtxt(\n",
    "    r\".\\test.csv\",\n",
    "    delimiter=\",\",\n",
    "    usecols=(1),\n",
    "    unpack=True,\n",
    "    dtype=\"M8[D]\",\n",
    "    converters={1: dmy2ymd})\n",
    "# 2.设置绘图窗口\n",
    "#fig = mp.figure(figsize=(15, 7.5), dpi=80)\n",
    "mp.figure(\"Apple K Line\", figsize=(20, 10), dpi=200,facecolor=\"lightgray\")\n",
    "mp.title(\"Trend and K Line\", fontsize=16)\n",
    "mp.xlabel(\"Date\", fontsize=14)\n",
    "mp.ylabel(\"Price\", fontsize=14)\n",
    "mp.ylim((3000, 7000))\n",
    "# 3.x坐标（时间轴）轴修改\n",
    "ax = mp.gca()\n",
    "# 设置主刻度定位器为周定位器（每周一显示主刻度文本）\n",
    "ax.xaxis.set_major_locator(md.WeekdayLocator(byweekday=md.MO))\n",
    "ax.xaxis.set_major_formatter(md.DateFormatter('%Y-%m-%d'))\n",
    "ax.xaxis.set_minor_locator(md.DayLocator())\n",
    "\n",
    "mp.tick_params(labelsize=8)\n",
    "mp.grid(linestyle=\":\")\n",
    "# 4.判断收盘价与开盘价 确定蜡烛颜色\n",
    "colors_bool = close_price >= open_price\n",
    "colors = np.zeros(colors_bool.size, dtype=\"U5\")\n",
    "colors[:] = \"green\"\n",
    "colors[colors_bool] = \"red\"\n",
    "# 5.确定蜡烛边框颜色\n",
    "edge_colors = np.zeros(colors_bool.size, dtype=\"U1\")\n",
    "edge_colors[:] = \"g\"\n",
    "edge_colors[colors_bool] = \"r\"\n",
    "# 绘制开盘价折线图片\n",
    "dates = dates.astype(md.datetime.datetime)\n",
    "mp.plot(dates, open_price, color=\"b\", linestyle=\"--\",\n",
    "        linewidth=2, label=\"open\", alpha=0.3)\n",
    "# 6.绘制蜡烛\n",
    "mp.bar(dates, (close_price - open_price), 0.8, bottom=open_price, color=colors,\n",
    "       edgecolor=edge_colors, zorder=3)\n",
    "# 7.绘制蜡烛直线(最高价与最低价)\n",
    "mp.vlines(dates, min_price, max_price, color=edge_colors)\n",
    "mp.bar(dates, trend,color='lightcoral')\n",
    "mp.xticks(dates,dates_real)\n",
    "mp.xticks(pd.date_range(dates[0],dates[-1],freq='60d'))\n",
    "mp.legend()\n",
    "mp.gcf().autofmt_xdate()\n",
    "mp.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "46132176",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as mp\n",
    "import matplotlib.dates as md\n",
    "# 方法-日期转换函数\n",
    "def dmy2ymd(dmy):\n",
    "    dmy = str(dmy, encoding='utf-8')\n",
    "    time = dt.datetime.strptime(dmy, '%Y-%m-%d').date()\n",
    "    t = time.strftime('%Y-%m-%d')\n",
    "    return t\n",
    "dates, open_price, max_price, min_price, close_price = np.loadtxt(\n",
    "    r\".\\test.csv\",\n",
    "    delimiter=\",\",\n",
    "    usecols=(1, 3, 4, 5,6),\n",
    "    unpack=True,\n",
    "    dtype=\"M8[D], f8, f8, f8, f8\",\n",
    "    converters={1: dmy2ymd})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f78c3711",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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